Metaheuristic Algorithms for Convolution Neural Network

Algorithm 1

CNNSA.

Result: accuracy, time

initialization and set-up: i-6c-2s-12c-2s;

calculation process: weights (), biases (), lost function ;

solution vector (): and on the last layer;

while  termination criterion is not satisfied  do

 for  number of   do

   , ;

   if    then

     ;

   else

      with a transition probability ();

   end

 end

 decrease the temperature: ;

 update for all layer;

end